Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 202 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 22.2 KiB |
| Average record size in memory | 112.6 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 3 |
year has constant value "2012.0" | Constant |
Unnamed: 0 is highly overall correlated with month | High correlation |
day is highly overall correlated with BUI | High correlation |
RH is highly overall correlated with FFMC and 2 other fields | High correlation |
Rain is highly overall correlated with FFMC and 5 other fields | High correlation |
FFMC is highly overall correlated with RH and 7 other fields | High correlation |
DMC is highly overall correlated with Rain and 6 other fields | High correlation |
DC is highly overall correlated with Rain and 6 other fields | High correlation |
ISI is highly overall correlated with RH and 7 other fields | High correlation |
BUI is highly overall correlated with day and 7 other fields | High correlation |
FWI is highly overall correlated with RH and 7 other fields | High correlation |
month is highly overall correlated with Unnamed: 0 | High correlation |
Classes is highly overall correlated with FFMC and 5 other fields | High correlation |
Unnamed: 0 has unique values | Unique |
Rain has 114 (56.4%) zeros | Zeros |
FWI has 6 (3.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-16 13:14:48.115058 |
|---|---|
| Analysis finished | 2023-09-16 13:15:11.903497 |
| Duration | 23.79 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Unnamed: 0
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 202 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.76733 |
| Minimum | 0 |
|---|---|
| Maximum | 245 |
| Zeros | 1 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.05 |
| Q1 | 58.25 |
| median | 120.5 |
| Q3 | 177.75 |
| 95-th percentile | 231.95 |
| Maximum | 245 |
| Range | 245 |
| Interquartile range (IQR) | 119.5 |
Descriptive statistics
| Standard deviation | 70.781075 |
|---|---|
| Coefficient of variation (CV) | 0.58609457 |
| Kurtosis | -1.1841777 |
| Mean | 120.76733 |
| Median Absolute Deviation (MAD) | 61 |
| Skewness | 0.045411372 |
| Sum | 24395 |
| Variance | 5009.9605 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 164 | 1 | 0.5% |
| 82 | 1 | 0.5% |
| 157 | 1 | 0.5% |
| 168 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 114 | 1 | 0.5% |
| 55 | 1 | 0.5% |
| 145 | 1 | 0.5% |
| 222 | 1 | 0.5% |
| 202 | 1 | 0.5% |
| Other values (192) | 192 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 12 | 1 |
| Value | Count | Frequency (%) |
| 245 | 1 | |
| 244 | 1 | |
| 242 | 1 | |
| 241 | 1 | |
| 240 | 1 | |
| 238 | 1 | |
| 237 | 1 | |
| 236 | 1 | |
| 235 | 1 | |
| 234 | 1 |
day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.851485 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29.95 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.6850774 |
|---|---|
| Coefficient of variation (CV) | 0.54790307 |
| Kurtosis | -1.1518508 |
| Mean | 15.851485 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -1.4932782 × 10-6 |
| Sum | 3202 |
| Variance | 75.43057 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 13 | 8 | 4.0% |
| 23 | 8 | 4.0% |
| 20 | 8 | 4.0% |
| 15 | 8 | 4.0% |
| 22 | 8 | 4.0% |
| 6 | 8 | 4.0% |
| 17 | 8 | 4.0% |
| 9 | 8 | 4.0% |
| 30 | 8 | 4.0% |
| 11 | 7 | 3.5% |
| Other values (21) | 123 |
| Value | Count | Frequency (%) |
| 1 | 7 | |
| 2 | 6 | |
| 3 | 4 | |
| 4 | 6 | |
| 5 | 7 | |
| 6 | 8 | |
| 7 | 6 | |
| 8 | 6 | |
| 9 | 8 | |
| 10 | 6 |
| Value | Count | Frequency (%) |
| 31 | 3 | 1.5% |
| 30 | 8 | |
| 29 | 7 | |
| 28 | 4 | |
| 27 | 6 | |
| 26 | 6 | |
| 25 | 7 | |
| 24 | 7 | |
| 23 | 8 | |
| 22 | 8 |
month
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 7.0 | |
|---|---|
| 6.0 | |
| 9.0 | |
| 8.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 606 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 7.0 |
|---|---|
| 2nd row | 9.0 |
| 3rd row | 8.0 |
| 4th row | 8.0 |
| 5th row | 8.0 |
Common Values
| Value | Count | Frequency (%) |
| 7.0 | 55 | |
| 6.0 | 52 | |
| 9.0 | 50 | |
| 8.0 | 45 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7.0 | 55 | |
| 6.0 | 52 | |
| 9.0 | 50 | |
| 8.0 | 45 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 202 | |
| 0 | 202 | |
| 7 | 55 | 9.1% |
| 6 | 52 | 8.6% |
| 9 | 50 | 8.3% |
| 8 | 45 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 404 | |
| Other Punctuation | 202 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 202 | |
| 7 | 55 | 13.6% |
| 6 | 52 | 12.9% |
| 9 | 50 | 12.4% |
| 8 | 45 | 11.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 202 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 606 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 202 | |
| 0 | 202 | |
| 7 | 55 | 9.1% |
| 6 | 52 | 8.6% |
| 9 | 50 | 8.3% |
| 8 | 45 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 606 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 202 | |
| 0 | 202 | |
| 7 | 55 | 9.1% |
| 6 | 52 | 8.6% |
| 9 | 50 | 8.3% |
| 8 | 45 | 7.4% |
year
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 2012.0 |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1212 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2012.0 |
|---|---|
| 2nd row | 2012.0 |
| 3rd row | 2012.0 |
| 4th row | 2012.0 |
| 5th row | 2012.0 |
Common Values
| Value | Count | Frequency (%) |
| 2012.0 | 202 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2012.0 | 202 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 404 | |
| 0 | 404 | |
| 1 | 202 | |
| . | 202 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1010 | |
| Other Punctuation | 202 | 16.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 404 | |
| 0 | 404 | |
| 1 | 202 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 202 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1212 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 404 | |
| 0 | 404 | |
| 1 | 202 | |
| . | 202 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1212 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 404 | |
| 0 | 404 | |
| 1 | 202 | |
| . | 202 |
RH
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 28.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.381188 |
| Minimum | 21 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 37.05 |
| Q1 | 53 |
| median | 64 |
| Q3 | 73 |
| 95-th percentile | 85.9 |
| Maximum | 90 |
| Range | 69 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.338073 |
|---|---|
| Coefficient of variation (CV) | 0.22984611 |
| Kurtosis | -0.30607578 |
| Mean | 62.381188 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.28010955 |
| Sum | 12601 |
| Variance | 205.58034 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 64 | 9 | 4.5% |
| 54 | 7 | 3.5% |
| 65 | 7 | 3.5% |
| 55 | 7 | 3.5% |
| 58 | 6 | 3.0% |
| 66 | 6 | 3.0% |
| 68 | 6 | 3.0% |
| 80 | 6 | 3.0% |
| 73 | 6 | 3.0% |
| 59 | 6 | 3.0% |
| Other values (48) | 136 |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.5% |
| 24 | 1 | 0.5% |
| 26 | 1 | 0.5% |
| 31 | 1 | 0.5% |
| 34 | 3 | |
| 35 | 1 | 0.5% |
| 36 | 1 | 0.5% |
| 37 | 2 | |
| 38 | 1 | 0.5% |
| 41 | 2 |
| Value | Count | Frequency (%) |
| 90 | 1 | 0.5% |
| 89 | 2 | 1.0% |
| 88 | 3 | |
| 87 | 3 | |
| 86 | 2 | 1.0% |
| 84 | 2 | 1.0% |
| 83 | 1 | 0.5% |
| 82 | 1 | 0.5% |
| 81 | 5 | |
| 80 | 6 |
Ws
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.455446 |
| Minimum | 8 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 14 |
| median | 15 |
| Q3 | 17 |
| 95-th percentile | 19 |
| Maximum | 22 |
| Range | 14 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.4230434 |
|---|---|
| Coefficient of variation (CV) | 0.15677603 |
| Kurtosis | 0.21050605 |
| Mean | 15.455446 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.077179306 |
| Sum | 3122 |
| Variance | 5.8711394 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 15 | 36 | |
| 14 | 35 | |
| 13 | 25 | |
| 16 | 24 | |
| 17 | 24 | |
| 18 | 22 | |
| 19 | 13 | 6.4% |
| 21 | 6 | 3.0% |
| 11 | 6 | 3.0% |
| 12 | 6 | 3.0% |
| Other values (4) | 5 | 2.5% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.5% |
| 9 | 2 | 1.0% |
| 11 | 6 | 3.0% |
| 12 | 6 | 3.0% |
| 13 | 25 | |
| 14 | 35 | |
| 15 | 36 | |
| 16 | 24 | |
| 17 | 24 | |
| 18 | 22 |
| Value | Count | Frequency (%) |
| 22 | 1 | 0.5% |
| 21 | 6 | 3.0% |
| 20 | 1 | 0.5% |
| 19 | 13 | 6.4% |
| 18 | 22 | |
| 17 | 24 | |
| 16 | 24 | |
| 15 | 36 | |
| 14 | 35 | |
| 13 | 25 |
Rain
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 32 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52178218 |
| Minimum | 0 |
|---|---|
| Maximum | 6.5 |
| Zeros | 114 |
| Zeros (%) | 56.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.4 |
| 95-th percentile | 3.1 |
| Maximum | 6.5 |
| Range | 6.5 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 1.1570768 |
|---|---|
| Coefficient of variation (CV) | 2.2175475 |
| Kurtosis | 10.112257 |
| Mean | 0.52178218 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.1324887 |
| Sum | 105.4 |
| Variance | 1.3388267 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 0 | 114 | |
| 0.1 | 15 | 7.4% |
| 0.3 | 9 | 4.5% |
| 0.2 | 8 | 4.0% |
| 0.4 | 7 | 3.5% |
| 0.6 | 6 | 3.0% |
| 0.7 | 5 | 2.5% |
| 0.5 | 3 | 1.5% |
| 1.8 | 3 | 1.5% |
| 1.2 | 3 | 1.5% |
| Other values (22) | 29 | 14.4% |
| Value | Count | Frequency (%) |
| 0 | 114 | |
| 0.1 | 15 | 7.4% |
| 0.2 | 8 | 4.0% |
| 0.3 | 9 | 4.5% |
| 0.4 | 7 | 3.5% |
| 0.5 | 3 | 1.5% |
| 0.6 | 6 | 3.0% |
| 0.7 | 5 | 2.5% |
| 0.8 | 2 | 1.0% |
| 0.9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 6.5 | 1 | |
| 6 | 1 | |
| 5.8 | 1 | |
| 4.7 | 1 | |
| 4.6 | 1 | |
| 4.5 | 1 | |
| 4.4 | 1 | |
| 4.1 | 1 | |
| 4 | 1 | |
| 3.8 | 1 |
FFMC
Real number (ℝ)
| Distinct | 150 |
|---|---|
| Distinct (%) | 74.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.379208 |
| Minimum | 36.1 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 36.1 |
|---|---|
| 5-th percentile | 48.735 |
| Q1 | 72.9 |
| median | 82.95 |
| Q3 | 87.95 |
| 95-th percentile | 92.08 |
| Maximum | 96 |
| Range | 59.9 |
| Interquartile range (IQR) | 15.05 |
Descriptive statistics
| Standard deviation | 13.203654 |
|---|---|
| Coefficient of variation (CV) | 0.16845863 |
| Kurtosis | 1.090112 |
| Mean | 78.379208 |
| Median Absolute Deviation (MAD) | 5.95 |
| Skewness | -1.3184513 |
| Sum | 15832.6 |
| Variance | 174.33648 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 88.9 | 6 | 3.0% |
| 89.4 | 4 | 2.0% |
| 87 | 3 | 1.5% |
| 89.1 | 3 | 1.5% |
| 79.9 | 3 | 1.5% |
| 88.1 | 3 | 1.5% |
| 85.4 | 3 | 1.5% |
| 86.6 | 2 | 1.0% |
| 86 | 2 | 1.0% |
| 89 | 2 | 1.0% |
| Other values (140) | 171 |
| Value | Count | Frequency (%) |
| 36.1 | 1 | |
| 37.3 | 1 | |
| 37.9 | 1 | |
| 40.9 | 1 | |
| 41.1 | 1 | |
| 44.9 | 1 | |
| 45 | 1 | |
| 47.4 | 2 | |
| 48.6 | 1 | |
| 48.7 | 1 |
| Value | Count | Frequency (%) |
| 96 | 1 | |
| 94.3 | 1 | |
| 94.2 | 1 | |
| 93.9 | 1 | |
| 93.8 | 1 | |
| 93.3 | 1 | |
| 93 | 1 | |
| 92.5 | 2 | |
| 92.2 | 1 | |
| 92.1 | 1 |
DMC
Real number (ℝ)
| Distinct | 144 |
|---|---|
| Distinct (%) | 71.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.980198 |
| Minimum | 0.9 |
|---|---|
| Maximum | 51.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 2.21 |
| Q1 | 5.85 |
| median | 11.15 |
| Q3 | 19.475 |
| 95-th percentile | 36.85 |
| Maximum | 51.3 |
| Range | 50.4 |
| Interquartile range (IQR) | 13.625 |
Descriptive statistics
| Standard deviation | 10.75316 |
|---|---|
| Coefficient of variation (CV) | 0.7691708 |
| Kurtosis | 1.1291386 |
| Mean | 13.980198 |
| Median Absolute Deviation (MAD) | 6.7 |
| Skewness | 1.2048351 |
| Sum | 2824 |
| Variance | 115.63045 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.9 | 5 | 2.5% |
| 7 | 3 | 1.5% |
| 3.2 | 3 | 1.5% |
| 9.7 | 3 | 1.5% |
| 3.4 | 3 | 1.5% |
| 12.5 | 3 | 1.5% |
| 6 | 3 | 1.5% |
| 8.3 | 3 | 1.5% |
| 3 | 3 | 1.5% |
| 16 | 3 | 1.5% |
| Other values (134) | 170 |
| Value | Count | Frequency (%) |
| 0.9 | 2 | |
| 1.1 | 1 | 0.5% |
| 1.3 | 1 | 0.5% |
| 1.7 | 1 | 0.5% |
| 1.9 | 3 | |
| 2.1 | 1 | 0.5% |
| 2.2 | 2 | |
| 2.4 | 1 | 0.5% |
| 2.5 | 2 | |
| 2.6 | 2 |
| Value | Count | Frequency (%) |
| 51.3 | 1 | |
| 46.6 | 1 | |
| 46.1 | 1 | |
| 45.6 | 1 | |
| 44.2 | 1 | |
| 43.9 | 1 | |
| 41.1 | 1 | |
| 40.5 | 1 | |
| 37.6 | 1 | |
| 37 | 1 |
DC
Real number (ℝ)
| Distinct | 166 |
|---|---|
| Distinct (%) | 82.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.065347 |
| Minimum | 7.3 |
|---|---|
| Maximum | 190.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 7.3 |
|---|---|
| 5-th percentile | 7.705 |
| Q1 | 15.2 |
| median | 33.25 |
| Q3 | 70.05 |
| 95-th percentile | 147.6 |
| Maximum | 190.6 |
| Range | 183.3 |
| Interquartile range (IQR) | 54.85 |
Descriptive statistics
| Standard deviation | 43.944619 |
|---|---|
| Coefficient of variation (CV) | 0.91426822 |
| Kurtosis | 1.0888814 |
| Mean | 48.065347 |
| Median Absolute Deviation (MAD) | 23.65 |
| Skewness | 1.3343823 |
| Sum | 9709.2 |
| Variance | 1931.1295 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8.2 | 4 | 2.0% |
| 8 | 4 | 2.0% |
| 7.8 | 4 | 2.0% |
| 7.6 | 4 | 2.0% |
| 8.4 | 4 | 2.0% |
| 17 | 3 | 1.5% |
| 8.3 | 3 | 1.5% |
| 34.5 | 2 | 1.0% |
| 33.1 | 2 | 1.0% |
| 15.2 | 2 | 1.0% |
| Other values (156) | 170 |
| Value | Count | Frequency (%) |
| 7.3 | 2 | |
| 7.4 | 1 | 0.5% |
| 7.5 | 2 | |
| 7.6 | 4 | |
| 7.7 | 2 | |
| 7.8 | 4 | |
| 8 | 4 | |
| 8.2 | 4 | |
| 8.3 | 3 | |
| 8.4 | 4 |
| Value | Count | Frequency (%) |
| 190.6 | 1 | |
| 181.3 | 1 | |
| 180.4 | 1 | |
| 171.3 | 1 | |
| 168.2 | 1 | |
| 166 | 1 | |
| 161.5 | 1 | |
| 159.1 | 1 | |
| 151.3 | 1 | |
| 149.2 | 1 |
ISI
Real number (ℝ)
| Distinct | 94 |
|---|---|
| Distinct (%) | 46.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5717822 |
| Minimum | 0 |
|---|---|
| Maximum | 16.6 |
| Zeros | 2 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 1.5 |
| median | 3.3 |
| Q3 | 6.9 |
| 95-th percentile | 12.175 |
| Maximum | 16.6 |
| Range | 16.6 |
| Interquartile range (IQR) | 5.4 |
Descriptive statistics
| Standard deviation | 3.8261662 |
|---|---|
| Coefficient of variation (CV) | 0.83690913 |
| Kurtosis | 0.66911071 |
| Mean | 4.5717822 |
| Median Absolute Deviation (MAD) | 2.2 |
| Skewness | 1.0904015 |
| Sum | 923.5 |
| Variance | 14.639548 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.1 | 8 | 4.0% |
| 1.2 | 6 | 3.0% |
| 2.8 | 5 | 2.5% |
| 5.6 | 5 | 2.5% |
| 1 | 5 | 2.5% |
| 4.7 | 5 | 2.5% |
| 1.4 | 4 | 2.0% |
| 2.2 | 4 | 2.0% |
| 2.4 | 4 | 2.0% |
| 5.2 | 4 | 2.0% |
| Other values (84) | 152 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.1 | 3 | |
| 0.2 | 3 | |
| 0.3 | 2 | |
| 0.4 | 3 | |
| 0.5 | 2 | |
| 0.6 | 2 | |
| 0.7 | 3 | |
| 0.8 | 3 | |
| 0.9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 16.6 | 1 | |
| 16 | 1 | |
| 15.7 | 2 | |
| 15.5 | 1 | |
| 14.2 | 1 | |
| 13.8 | 2 | |
| 13.4 | 1 | |
| 13.2 | 1 | |
| 12.2 | 1 | |
| 11.7 | 1 |
BUI
Real number (ℝ)
| Distinct | 150 |
|---|---|
| Distinct (%) | 74.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16 |
| Minimum | 1.4 |
|---|---|
| Maximum | 57.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1.4 |
|---|---|
| 5-th percentile | 2.8 |
| Q1 | 6.125 |
| median | 12.25 |
| Q3 | 22.4 |
| 95-th percentile | 41.295 |
| Maximum | 57.1 |
| Range | 55.7 |
| Interquartile range (IQR) | 16.275 |
Descriptive statistics
| Standard deviation | 12.49102 |
|---|---|
| Coefficient of variation (CV) | 0.78068873 |
| Kurtosis | 0.88112367 |
| Mean | 16 |
| Median Absolute Deviation (MAD) | 7.15 |
| Skewness | 1.1677402 |
| Sum | 3232 |
| Variance | 156.02557 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.1 | 4 | 2.0% |
| 3 | 4 | 2.0% |
| 10.9 | 3 | 1.5% |
| 11.5 | 3 | 1.5% |
| 14.1 | 3 | 1.5% |
| 7.7 | 3 | 1.5% |
| 22.4 | 3 | 1.5% |
| 2.9 | 3 | 1.5% |
| 3.9 | 3 | 1.5% |
| 3.7 | 2 | 1.0% |
| Other values (140) | 171 |
| Value | Count | Frequency (%) |
| 1.4 | 2 | |
| 1.6 | 1 | 0.5% |
| 1.8 | 1 | 0.5% |
| 2.2 | 1 | 0.5% |
| 2.4 | 2 | |
| 2.6 | 2 | |
| 2.7 | 1 | 0.5% |
| 2.8 | 2 | |
| 2.9 | 3 | |
| 3 | 4 |
| Value | Count | Frequency (%) |
| 57.1 | 1 | |
| 54.9 | 1 | |
| 54.7 | 1 | |
| 50.9 | 1 | |
| 50.2 | 1 | |
| 47.5 | 1 | |
| 46.5 | 1 | |
| 45.5 | 1 | |
| 44 | 1 | |
| 43.1 | 1 |
FWI
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 112 |
|---|---|
| Distinct (%) | 55.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.6519802 |
| Minimum | 0 |
|---|---|
| Maximum | 26.9 |
| Zeros | 6 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.8 |
| median | 4.2 |
| Q3 | 10.6 |
| 95-th percentile | 20.395 |
| Maximum | 26.9 |
| Range | 26.9 |
| Interquartile range (IQR) | 9.8 |
Descriptive statistics
| Standard deviation | 6.758891 |
|---|---|
| Coefficient of variation (CV) | 1.016072 |
| Kurtosis | 0.17420835 |
| Mean | 6.6519802 |
| Median Absolute Deviation (MAD) | 3.75 |
| Skewness | 1.0300462 |
| Sum | 1343.7 |
| Variance | 45.682608 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4 | 10 | 5.0% |
| 0.8 | 8 | 4.0% |
| 0.5 | 8 | 4.0% |
| 0.3 | 7 | 3.5% |
| 0.9 | 7 | 3.5% |
| 0 | 6 | 3.0% |
| 0.1 | 6 | 3.0% |
| 0.7 | 4 | 2.0% |
| 0.2 | 4 | 2.0% |
| 4.2 | 3 | 1.5% |
| Other values (102) | 139 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.1 | 6 | |
| 0.2 | 4 | 2.0% |
| 0.3 | 7 | |
| 0.4 | 10 | |
| 0.5 | 8 | |
| 0.6 | 3 | 1.5% |
| 0.7 | 4 | 2.0% |
| 0.8 | 8 | |
| 0.9 | 7 |
| Value | Count | Frequency (%) |
| 26.9 | 1 | |
| 26.3 | 1 | |
| 25.4 | 1 | |
| 24.5 | 1 | |
| 24 | 1 | |
| 22.3 | 1 | |
| 21.6 | 2 | |
| 20.9 | 2 | |
| 20.4 | 1 | |
| 20.3 | 1 |
Classes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 606 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 114 | |
| 0.0 | 88 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 114 | |
| 0.0 | 88 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 290 | |
| . | 202 | |
| 1 | 114 | 18.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 404 | |
| Other Punctuation | 202 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 1 | 114 | 28.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 202 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 606 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 290 | |
| . | 202 | |
| 1 | 114 | 18.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 606 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 290 | |
| . | 202 | |
| 1 | 114 | 18.8% |
| Unnamed: 0 | day | RH | Ws | Rain | FFMC | DMC | DC | ISI | BUI | FWI | month | Classes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | 0.119 | -0.317 | -0.131 | -0.043 | 0.245 | 0.258 | 0.056 | 0.223 | 0.187 | 0.224 | 0.808 | 0.365 |
| day | 0.119 | 1.000 | -0.079 | 0.062 | -0.103 | 0.224 | 0.485 | 0.458 | 0.216 | 0.503 | 0.327 | 0.000 | 0.169 |
| RH | -0.317 | -0.079 | 1.000 | 0.171 | 0.132 | -0.623 | -0.453 | -0.288 | -0.601 | -0.413 | -0.558 | 0.181 | 0.364 |
| Ws | -0.131 | 0.062 | 0.171 | 1.000 | 0.022 | -0.061 | -0.010 | 0.065 | 0.034 | 0.019 | 0.028 | 0.112 | 0.000 |
| Rain | -0.043 | -0.103 | 0.132 | 0.022 | 1.000 | -0.732 | -0.516 | -0.561 | -0.728 | -0.529 | -0.695 | 0.045 | 0.483 |
| FFMC | 0.245 | 0.224 | -0.623 | -0.061 | -0.732 | 1.000 | 0.797 | 0.697 | 0.991 | 0.778 | 0.965 | 0.219 | 0.868 |
| DMC | 0.258 | 0.485 | -0.453 | -0.010 | -0.516 | 0.797 | 1.000 | 0.877 | 0.798 | 0.986 | 0.906 | 0.305 | 0.648 |
| DC | 0.056 | 0.458 | -0.288 | 0.065 | -0.561 | 0.697 | 0.877 | 1.000 | 0.710 | 0.935 | 0.825 | 0.280 | 0.568 |
| ISI | 0.223 | 0.216 | -0.601 | 0.034 | -0.728 | 0.991 | 0.798 | 0.710 | 1.000 | 0.782 | 0.973 | 0.236 | 0.873 |
| BUI | 0.187 | 0.503 | -0.413 | 0.019 | -0.529 | 0.778 | 0.986 | 0.935 | 0.782 | 1.000 | 0.898 | 0.306 | 0.678 |
| FWI | 0.224 | 0.327 | -0.558 | 0.028 | -0.695 | 0.965 | 0.906 | 0.825 | 0.973 | 0.898 | 1.000 | 0.245 | 0.867 |
| month | 0.808 | 0.000 | 0.181 | 0.112 | 0.045 | 0.219 | 0.305 | 0.280 | 0.236 | 0.306 | 0.245 | 1.000 | 0.301 |
| Classes | 0.365 | 0.169 | 0.364 | 0.000 | 0.483 | 0.868 | 0.648 | 0.568 | 0.873 | 0.678 | 0.867 | 0.301 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Unnamed: 0 | day | month | year | RH | Ws | Rain | FFMC | DMC | DC | ISI | BUI | FWI | Classes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 164 | 11.0 | 7.0 | 2012.0 | 56.0 | 15.0 | 2.9 | 74.8 | 7.1 | 9.5 | 1.6 | 6.8 | 0.8 | 0.0 |
| 1 | 104 | 13.0 | 9.0 | 2012.0 | 86.0 | 21.0 | 4.6 | 40.9 | 1.3 | 7.5 | 0.1 | 1.8 | 0.0 | 0.0 |
| 2 | 84 | 24.0 | 8.0 | 2012.0 | 64.0 | 14.0 | 0.0 | 88.9 | 40.5 | 171.3 | 9.0 | 50.9 | 20.9 | 1.0 |
| 3 | 212 | 28.0 | 8.0 | 2012.0 | 56.0 | 14.0 | 0.4 | 79.2 | 37.0 | 166.0 | 2.1 | 30.6 | 6.1 | 0.0 |
| 4 | 186 | 2.0 | 8.0 | 2012.0 | 34.0 | 14.0 | 0.0 | 93.3 | 10.8 | 21.4 | 13.8 | 10.6 | 13.5 | 1.0 |
| 5 | 240 | 25.0 | 9.0 | 2012.0 | 70.0 | 15.0 | 0.0 | 79.9 | 13.8 | 36.1 | 2.4 | 14.1 | 3.0 | 0.0 |
| 6 | 113 | 22.0 | 9.0 | 2012.0 | 50.0 | 19.0 | 0.6 | 77.8 | 10.6 | 41.4 | 2.4 | 12.9 | 2.8 | 0.0 |
| 7 | 129 | 6.0 | 6.0 | 2012.0 | 54.0 | 11.0 | 0.1 | 83.7 | 8.4 | 26.3 | 3.1 | 9.3 | 3.1 | 1.0 |
| 8 | 77 | 17.0 | 8.0 | 2012.0 | 52.0 | 18.0 | 0.0 | 89.3 | 16.0 | 100.7 | 9.7 | 22.9 | 14.6 | 1.0 |
| 9 | 18 | 19.0 | 6.0 | 2012.0 | 55.0 | 16.0 | 0.1 | 79.9 | 4.5 | 16.0 | 2.5 | 5.3 | 1.4 | 0.0 |
| Unnamed: 0 | day | month | year | RH | Ws | Rain | FFMC | DMC | DC | ISI | BUI | FWI | Classes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 192 | 132 | 9.0 | 6.0 | 2012.0 | 59.0 | 18.0 | 0.1 | 78.1 | 8.5 | 14.7 | 2.4 | 8.3 | 1.9 | 0.0 |
| 193 | 245 | 30.0 | 9.0 | 2012.0 | 64.0 | 15.0 | 0.2 | 67.3 | 3.8 | 16.5 | 1.2 | 4.8 | 0.5 | 0.0 |
| 194 | 22 | 23.0 | 6.0 | 2012.0 | 62.0 | 18.0 | 0.1 | 81.4 | 8.2 | 47.7 | 3.3 | 11.5 | 3.8 | 1.0 |
| 195 | 204 | 20.0 | 8.0 | 2012.0 | 81.0 | 15.0 | 0.0 | 83.7 | 34.4 | 107.0 | 3.8 | 38.1 | 9.0 | 1.0 |
| 196 | 73 | 13.0 | 8.0 | 2012.0 | 63.0 | 15.0 | 0.0 | 87.0 | 19.0 | 85.1 | 5.9 | 24.4 | 10.2 | 1.0 |
| 197 | 115 | 24.0 | 9.0 | 2012.0 | 65.0 | 19.0 | 0.6 | 68.3 | 5.5 | 15.2 | 1.5 | 5.8 | 0.7 | 0.0 |
| 198 | 16 | 17.0 | 6.0 | 2012.0 | 89.0 | 16.0 | 0.6 | 37.3 | 1.1 | 7.8 | 0.0 | 1.6 | 0.0 | 0.0 |
| 199 | 100 | 9.0 | 9.0 | 2012.0 | 77.0 | 15.0 | 1.0 | 56.1 | 2.1 | 8.4 | 0.7 | 2.6 | 0.2 | 0.0 |
| 200 | 195 | 11.0 | 8.0 | 2012.0 | 31.0 | 15.0 | 0.0 | 94.2 | 22.5 | 46.3 | 16.6 | 22.4 | 21.6 | 1.0 |
| 201 | 111 | 20.0 | 9.0 | 2012.0 | 84.0 | 18.0 | 0.0 | 83.8 | 13.5 | 49.3 | 4.5 | 16.0 | 6.3 | 1.0 |